age
int64 17
90
| workclass
stringclasses 9
values | fnlwgt
int64 12.3k
1.48M
| education
stringclasses 16
values | education.num
int64 1
16
| marital.status
stringclasses 7
values | occupation
stringclasses 15
values | relationship
stringclasses 6
values | race
stringclasses 5
values | sex
stringclasses 2
values | capital.gain
int64 0
100k
| capital.loss
int64 0
4.36k
| hours.per.week
int64 1
99
| native.country
stringclasses 42
values | age_group
stringclasses 3
values | capital_gain_loss_ratio
float64 0
10B
| income
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | Private | 364,832 | 7th-8th | 4 | Divorced | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
26 | ? | 264,300 | Some-college | 10 | Married-civ-spouse | ? | Wife | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
59 | Self-emp-inc | 349,910 | Assoc-acdm | 12 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 276,218 | HS-grad | 9 | Married-civ-spouse | Sales | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
22 | Private | 251,196 | Some-college | 10 | Never-married | Protective-serv | Own-child | Black | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
33 | Private | 196,898 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
39 | Private | 58,343 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
18 | Self-emp-inc | 101,061 | 11th | 7 | Never-married | Farming-fishing | Own-child | White | Male | 0 | 0 | 70 | United-States | Young | 0 | <=50K |
46 | Private | 415,051 | Some-college | 10 | Married-civ-spouse | Sales | Husband | Black | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
24 | Private | 174,043 | Bachelors | 13 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
28 | Private | 129,460 | Assoc-voc | 11 | Married-civ-spouse | Handlers-cleaners | Wife | White | Female | 0 | 0 | 30 | Ecuador | Young | 0 | <=50K |
21 | State-gov | 110,946 | HS-grad | 9 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 43 | United-States | Young | 0 | <=50K |
22 | Private | 313,873 | 11th | 7 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
56 | Federal-gov | 255,386 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | Laos | Middle-aged | 0 | <=50K |
21 | Private | 191,497 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
17 | Private | 128,617 | 10th | 6 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 26 | United-States | Young | 0 | <=50K |
29 | Private | 368,949 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | ? | Young | 0 | >50K |
28 | Local-gov | 263,600 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | >50K |
62 | Private | 257,277 | HS-grad | 9 | Widowed | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 38 | United-States | Senior | 0 | <=50K |
30 | Local-gov | 289,442 | HS-grad | 9 | Never-married | Protective-serv | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
20 | ? | 162,667 | 11th | 7 | Never-married | ? | Unmarried | White | Male | 0 | 0 | 40 | El-Salvador | Young | 0 | <=50K |
18 | Local-gov | 466,325 | 11th | 7 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 12 | United-States | Young | 0 | <=50K |
54 | Private | 142,169 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
49 | Private | 252,079 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
33 | State-gov | 119,628 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 0 | 0 | 50 | Hong | Middle-aged | 0 | <=50K |
50 | Private | 175,804 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
57 | Private | 70,720 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 78 | United-States | Middle-aged | 0 | <=50K |
50 | State-gov | 201,513 | HS-grad | 9 | Divorced | Adm-clerical | Own-child | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
45 | Private | 257,609 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
41 | Private | 124,692 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
23 | Private | 268,525 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 48 | United-States | Young | 0 | <=50K |
23 | Private | 250,630 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
47 | Private | 180,277 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 40 | Hungary | Middle-aged | 0 | <=50K |
39 | Self-emp-not-inc | 191,342 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | 0 | 0 | 50 | South | Middle-aged | 0 | <=50K |
46 | Private | 153,254 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 362,600 | 5th-6th | 3 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
68 | Private | 171,933 | 7th-8th | 4 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
62 | Private | 211,408 | Assoc-voc | 11 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | >50K |
43 | Private | 48,193 | Assoc-acdm | 12 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 22,463 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 440,969 | HS-grad | 9 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
21 | State-gov | 164,922 | Some-college | 10 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
41 | Local-gov | 134,524 | Assoc-voc | 11 | Divorced | Craft-repair | Unmarried | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
61 | Private | 176,689 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
24 | Private | 220,993 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
21 | Private | 512,828 | HS-grad | 9 | Never-married | Protective-serv | Own-child | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
36 | State-gov | 422,275 | 5th-6th | 3 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | Mexico | Middle-aged | 0 | <=50K |
37 | Local-gov | 65,291 | Assoc-voc | 11 | Never-married | Protective-serv | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
49 | Federal-gov | 181,657 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
55 | Private | 190,257 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 53 | United-States | Middle-aged | 0 | >50K |
21 | Private | 238,068 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
18 | Private | 337,046 | 10th | 6 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
26 | Private | 187,248 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
20 | ? | 250,037 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 0 | 18 | ? | Young | 0 | <=50K |
23 | Private | 260,617 | 10th | 6 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
48 | Private | 216,999 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
42 | State-gov | 121,265 | Masters | 14 | Divorced | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Local-gov | 184,466 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 38 | United-States | Middle-aged | 0 | >50K |
45 | Private | 297,676 | Assoc-acdm | 12 | Widowed | Sales | Unmarried | White | Female | 0 | 0 | 40 | Cuba | Middle-aged | 0 | <=50K |
22 | Local-gov | 121,144 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | Black | Female | 0 | 0 | 18 | United-States | Young | 0 | <=50K |
27 | Private | 113,054 | HS-grad | 9 | Separated | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 43 | United-States | Young | 0 | <=50K |
36 | Private | 256,636 | HS-grad | 9 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 152,246 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | Amer-Indian-Eskimo | Male | 0 | 0 | 52 | United-States | Middle-aged | 0 | <=50K |
38 | Private | 108,140 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
20 | ? | 203,353 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
47 | Private | 207,207 | HS-grad | 9 | Divorced | Sales | Unmarried | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 115,420 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
33 | Private | 80,058 | HS-grad | 9 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Local-gov | 48,520 | Assoc-acdm | 12 | Never-married | Protective-serv | Unmarried | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
61 | Private | 411,652 | 12th | 8 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | Mexico | Senior | 0 | <=50K |
46 | Private | 154,405 | 10th | 6 | Married-civ-spouse | Handlers-cleaners | Husband | Black | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
55 | Local-gov | 104,917 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
19 | State-gov | 261,422 | Some-college | 10 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
39 | Private | 48,915 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
61 | Private | 172,037 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
28 | Private | 144,833 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
28 | Private | 275,116 | 10th | 6 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
61 | ? | 72,886 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 38 | United-States | Senior | 0 | >50K |
61 | Private | 103,575 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 37 | United-States | Senior | 0 | <=50K |
54 | Private | 200,783 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
50 | Self-emp-inc | 152,810 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 70 | Germany | Middle-aged | 0 | <=50K |
37 | Local-gov | 44,694 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
17 | ? | 48,703 | 11th | 7 | Never-married | ? | Own-child | White | Female | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
56 | Private | 91,905 | HS-grad | 9 | Married-civ-spouse | Sales | Wife | White | Female | 0 | 0 | 4 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 168,906 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
32 | State-gov | 147,215 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 55 | United-States | Middle-aged | 0 | >50K |
28 | Private | 153,546 | 11th | 7 | Divorced | Other-service | Unmarried | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
34 | Private | 35,595 | Assoc-voc | 11 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 225,507 | 10th | 6 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 25 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 345,504 | Assoc-voc | 11 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
64 | Private | 137,205 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 48 | United-States | Senior | 0 | <=50K |
29 | Private | 327,779 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
41 | ? | 213,416 | 5th-6th | 3 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 32 | Mexico | Middle-aged | 0 | <=50K |
45 | Private | 362,883 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
48 | Private | 131,309 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
44 | Private | 188,331 | Some-college | 10 | Separated | Tech-support | Not-in-family | White | Female | 0 | 0 | 38 | United-States | Middle-aged | 0 | <=50K |
34 | Federal-gov | 194,740 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 43,711 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 233,923 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
51 | Private | 84,278 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | >50K |
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